## Import the library
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
import plotly.express as px
from ydata_profiling import ProfileReport
%matplotlib inline
import warnings
warnings.filterwarnings("ignore")
plt.style.use('fivethirtyeight')
sns.set()
pd.options.display.float_format = '{:,.2f}'.format
pd.options.display.max_rows = None
pd.options.display.max_columns = None
chipo.sample(10)
chipo.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 4622 entries, 0 to 4621 Data columns (total 5 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 order_id 4622 non-null int64 1 quantity 4622 non-null int64 2 item_name 4622 non-null object 3 choice_description 3376 non-null object 4 item_price 4622 non-null object dtypes: int64(2), object(3) memory usage: 180.7+ KB
chipo.duplicated().sum()
59
chipo.drop_duplicates(inplace=True)
chipo.duplicated().sum()
59
chipo.isnull().sum()
order_id 0 quantity 0 item_name 0 choice_description 1246 item_price 0 dtype: int64
chipo.sample(10)
# remove $ from item_price
chipo.item_price=chipo.item_price.str.strip("$")
chipo.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 4622 entries, 0 to 4621 Data columns (total 5 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 order_id 4622 non-null int64 1 quantity 4622 non-null int64 2 item_name 4622 non-null object 3 choice_description 3376 non-null object 4 item_price 4622 non-null object dtypes: int64(2), object(3) memory usage: 180.7+ KB
## Turn the item price into a float
# change type of item_price
chipo['item_price']=chipo['item_price'].astype(float)
chipo.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 4622 entries, 0 to 4621 Data columns (total 5 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 order_id 4622 non-null int64 1 quantity 4622 non-null int64 2 item_name 4622 non-null object 3 choice_description 3376 non-null object 4 item_price 4622 non-null float64 dtypes: float64(1), int64(2), object(2) memory usage: 180.7+ KB
chipo.item_name.value_counts()
Chicken Bowl 726 Chicken Burrito 553 Chips and Guacamole 479 Steak Burrito 368 Canned Soft Drink 301 Steak Bowl 211 Chips 211 Bottled Water 162 Chicken Soft Tacos 115 Chips and Fresh Tomato Salsa 110 Chicken Salad Bowl 110 Canned Soda 104 Side of Chips 101 Veggie Burrito 95 Barbacoa Burrito 91 Veggie Bowl 85 Carnitas Bowl 68 Barbacoa Bowl 66 Carnitas Burrito 59 Steak Soft Tacos 55 6 Pack Soft Drink 54 Chips and Tomatillo Red Chili Salsa 48 Chicken Crispy Tacos 47 Chips and Tomatillo Green Chili Salsa 43 Carnitas Soft Tacos 40 Steak Crispy Tacos 35 Chips and Tomatillo-Green Chili Salsa 31 Steak Salad Bowl 29 Nantucket Nectar 27 Barbacoa Soft Tacos 25 Chips and Roasted Chili Corn Salsa 22 Izze 20 Chips and Tomatillo-Red Chili Salsa 20 Veggie Salad Bowl 18 Chips and Roasted Chili-Corn Salsa 18 Barbacoa Crispy Tacos 11 Barbacoa Salad Bowl 10 Chicken Salad 9 Veggie Soft Tacos 7 Carnitas Crispy Tacos 7 Veggie Salad 6 Carnitas Salad Bowl 6 Burrito 6 Steak Salad 4 Crispy Tacos 2 Salad 2 Bowl 2 Chips and Mild Fresh Tomato Salsa 1 Veggie Crispy Tacos 1 Carnitas Salad 1 Name: item_name, dtype: int64
fig=px.bar(data_frame=chipo.item_name.value_counts(),text_auto=True)
fig.update_layout(title="Distribution of item_name" )
fig.update_layout(xaxis_title= "item_name")
fig.update_traces(textposition='outside')
fig.update_layout(title_x=.5)
fig.show()
chipo[chipo['item_name']=="Chicken Bowl"].groupby('choice_description')['item_name'].value_counts()
choice_description item_name [Fresh Tomato (Mild), [Guacamole, Rice]] Chicken Bowl 1 [Fresh Tomato (Mild), [Lettuce, Fajita Veggies, Black Beans, Rice, Sour Cream, Cheese]] Chicken Bowl 1 [Fresh Tomato (Mild), [Lettuce, Fajita Veggies, Pinto Beans, Rice, Sour Cream, Cheese]] Chicken Bowl 1 [Fresh Tomato (Mild), [Rice, Sour Cream, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), Cheese] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), Lettuce] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Cheese]] Chicken Bowl 3 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 5 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Fajita Veggies, Cheese]] Chicken Bowl 2 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Fajita Veggies, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa (Mild), [Black Beans, Rice, Sour Cream, Guacamole]] Chicken Bowl 2 [Fresh Tomato Salsa (Mild), [Pinto Beans, Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Pinto Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Pinto Beans, Rice, Cheese, Sour Cream]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Pinto Beans, Rice, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Rice, Black Beans, Fajita Veggies, Cheese, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa (Mild), [Rice, Black Beans, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa (Mild), [Rice, Black Beans, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa (Mild), [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Rice, Fajita Veggies, Cheese, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Rice, Fajita Veggies, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa (Mild), [Rice, Pinto Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, Cheese] Chicken Bowl 3 [Fresh Tomato Salsa, Rice] Chicken Bowl 1 [Fresh Tomato Salsa, [Black Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Black Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Fresh Tomato Salsa, [Black Beans, Rice, Sour Cream, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Cheese, Black Beans, Rice]] Chicken Bowl 1 [Fresh Tomato Salsa, [Cheese, Guacamole, Sour Cream, Fajita Vegetables, Rice]] Chicken Bowl 1 [Fresh Tomato Salsa, [Cheese, Rice, Black Beans]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Black Beans, Pinto Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Pinto Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 8 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 7 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 9 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese]] Chicken Bowl 3 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Guacamole, Lettuce]] Chicken Bowl 3 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Pinto Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Pinto Beans, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Pinto Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Sour Cream, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Black Beans, Sour Cream]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Cheese, Guacamole]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Cheese, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 9 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 3 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 3 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Guacamole, Lettuce]] Chicken Bowl 3 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Lettuce]] Chicken Bowl 10 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 5 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Fajita Vegetables, Rice, Sour Cream, Lettuce]] Chicken Bowl 4 [Fresh Tomato Salsa, [Fajita Vegetables, Rice]] Chicken Bowl 17 [Fresh Tomato Salsa, [Guacamole, Cheese, Rice, Sour Cream, Fajita Vegetables]] Chicken Bowl 1 [Fresh Tomato Salsa, [Guacamole, Cheese, Sour Cream, Fajita Vegetables, Rice]] Chicken Bowl 2 [Fresh Tomato Salsa, [Guacamole, Lettuce, Rice, Cheese, Sour Cream, Black Beans]] Chicken Bowl 1 [Fresh Tomato Salsa, [Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Guacamole, Sour Cream, Cheese, Rice, Fajita Vegetables]] Chicken Bowl 2 [Fresh Tomato Salsa, [Lettuce, Cheese, Pinto Beans, Rice]] Chicken Bowl 1 [Fresh Tomato Salsa, [Lettuce, Fajita Vegetables, Guacamole, Rice, Black Beans]] Chicken Bowl 1 [Fresh Tomato Salsa, [Pinto Beans, Cheese, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Pinto Beans, Rice, Cheese, Lettuce, Guacamole, Sour Cream, Fajita Vegetables]] Chicken Bowl 1 [Fresh Tomato Salsa, [Pinto Beans, Rice, Lettuce, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 8 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 5 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 14 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Sour Cream, Guacamole]] Chicken Bowl 8 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 14 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 11 [Fresh Tomato Salsa, [Rice, Black Beans, Cheese]] Chicken Bowl 13 [Fresh Tomato Salsa, [Rice, Black Beans, Fajita Vegetables, Lettuce, Cheese, Sour Cream]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Guacamole, Lettuce]] Chicken Bowl 3 [Fresh Tomato Salsa, [Rice, Black Beans, Guacamole]] Chicken Bowl 2 [Fresh Tomato Salsa, [Rice, Black Beans, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Rice, Black Beans, Pinto Beans, Cheese, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Rice, Black Beans, Pinto Beans, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Pinto Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Pinto Beans, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Pinto Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Sour Cream, Cheese, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Sour Cream, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Black Beans, Sour Cream, Cheese]] Chicken Bowl 3 [Fresh Tomato Salsa, [Rice, Black Beans, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Rice, Black Beans, Sour Cream]] Chicken Bowl 3 [Fresh Tomato Salsa, [Rice, Black Beans]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Cheese, Black Beans]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Cheese, Lettuce]] Chicken Bowl 13 [Fresh Tomato Salsa, [Rice, Cheese, Sour Cream, Guacamole, Fajita Vegetables]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 5 [Fresh Tomato Salsa, [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 13 [Fresh Tomato Salsa, [Rice, Cheese, Sour Cream]] Chicken Bowl 10 [Fresh Tomato Salsa, [Rice, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Black Beans, Sour Cream, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Black Beans, Sour Cream, Cheese, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Black Beans]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Pinto Beans, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Pinto Beans, Sour Cream, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Fajita Vegetables, Sour Cream, Cheese, Guacamole]] Chicken Bowl 4 [Fresh Tomato Salsa, [Rice, Fajita Vegetables]] Chicken Bowl 8 [Fresh Tomato Salsa, [Rice, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Rice, Pinto Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Pinto Beans, Cheese, Lettuce]] Chicken Bowl 3 [Fresh Tomato Salsa, [Rice, Pinto Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 3 [Fresh Tomato Salsa, [Rice, Pinto Beans, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Pinto Beans, Sour Cream, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Pinto Beans, Sour Cream, Cheese, Lettuce]] Chicken Bowl 4 [Fresh Tomato Salsa, [Rice, Sour Cream, Cheese, Lettuce]] Chicken Bowl 1 [Fresh Tomato Salsa, [Rice, Sour Cream, Guacamole]] Chicken Bowl 1 [Fresh Tomato Salsa, [Sour Cream, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa, [Sour Cream, Fajita Vegetables, Rice, Guacamole, Cheese]] Chicken Bowl 2 [Fresh Tomato Salsa, [Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Fresh Tomato Salsa, [Sour Cream, Lettuce, Rice, Cheese]] Chicken Bowl 1 [Fresh Tomato Salsa] Chicken Bowl 3 [Roasted Chili Corn Salsa (Medium), Cheese] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Black Beans, Fajita Veggies, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Black Beans, Rice, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Black Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa (Medium), [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream]] Chicken Bowl 3 [Roasted Chili Corn Salsa (Medium), [Black Beans, Rice, Sour Cream, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Pinto Beans, Black Beans, Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Pinto Beans, Black Beans, Rice, Fajita Veggies, Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Pinto Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Rice, Cheese, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa (Medium), [Rice, Cheese]] Chicken Bowl 2 [Roasted Chili Corn Salsa (Medium), [Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa (Medium), [Rice, Fajita Veggies, Cheese]] Chicken Bowl 1 [Roasted Chili Corn Salsa (Medium), [Rice, Fajita Veggies, Sour Cream]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Black Beans, Sour Cream, Cheese, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Cheese, Lettuce, Fajita Vegetables, Rice]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Black Beans, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Black Beans, Pinto Beans, Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Lettuce, Black Beans]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Pinto Beans, Sour Cream, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 3 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Guacamole]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Pinto Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Pinto Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Black Beans, Sour Cream, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 5 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Cheese, Sour Cream]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 4 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice, Sour Cream, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Fajita Vegetables, Rice]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Guacamole]] Chicken Bowl 4 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Lettuce, Guacamole]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 4 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 10 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Cheese]] Chicken Bowl 3 [Roasted Chili Corn Salsa, [Rice, Black Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Guacamole]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Rice, Black Beans, Sour Cream, Cheese, Guacamole]] Chicken Bowl 7 [Roasted Chili Corn Salsa, [Rice, Black Beans, Sour Cream, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Black Beans, Sour Cream, Guacamole]] Chicken Bowl 3 [Roasted Chili Corn Salsa, [Rice, Black Beans, Sour Cream]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Cheese, Lettuce]] Chicken Bowl 3 [Roasted Chili Corn Salsa, [Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Rice, Cheese]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Fajita Vegetables, Black Beans, Sour Cream, Cheese, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Rice, Fajita Vegetables, Cheese, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Rice, Fajita Vegetables, Lettuce, Pinto Beans, Black Beans, Guacamole, Cheese]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Lettuce]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Pinto Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Roasted Chili Corn Salsa, [Rice, Pinto Beans, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 4 [Roasted Chili Corn Salsa, [Rice, Pinto Beans, Lettuce, Guacamole]] Chicken Bowl 1 [Roasted Chili Corn Salsa, [Rice, Pinto Beans, Sour Cream, Cheese, Guacamole]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Black Beans, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Black Beans]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice, Sour Cream, Guacamole]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Fajita Vegetables, Rice]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Cheese]] Chicken Bowl 3 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Guacamole, Lettuce]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Pinto Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Sour Cream, Cheese]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Rice, Black Beans, Sour Cream, Lettuce]] Chicken Bowl 3 [Tomatillo Green Chili Salsa, [Rice, Black Beans]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Cheese, Guacamole, Lettuce]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Rice, Cheese, Guacamole]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 4 [Tomatillo Green Chili Salsa, [Rice, Cheese]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Fajita Vegetables, Black Beans, Sour Cream, Cheese, Lettuce]] Chicken Bowl 2 [Tomatillo Green Chili Salsa, [Rice, Pinto Beans, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Pinto Beans, Sour Cream, Lettuce]] Chicken Bowl 12 [Tomatillo Green Chili Salsa, [Rice, Sour Cream, Cheese, Guacamole]] Chicken Bowl 4 [Tomatillo Green Chili Salsa, [Rice, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Rice, Sour Cream, Guacamole]] Chicken Bowl 1 [Tomatillo Green Chili Salsa, [Sour Cream, Cheese, Guacamole]] Chicken Bowl 2 [Tomatillo Red Chili Salsa, Fajita Vegetables] Chicken Bowl 1 [Tomatillo Red Chili Salsa, Rice] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Black Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Black Beans, Sour Cream, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 3 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 3 [Tomatillo Red Chili Salsa, [Fajita Vegetables, Rice, Cheese, Guacamole]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Cheese, Lettuce, Guacamole]] Chicken Bowl 2 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 5 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 8 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Pinto Beans, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Pinto Beans, Cheese, Sour Cream]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Sour Cream, Cheese, Lettuce, Guacamole]] Chicken Bowl 2 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Sour Cream, Cheese, Lettuce]] Chicken Bowl 7 [Tomatillo Red Chili Salsa, [Rice, Black Beans, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Black Beans]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Cheese, Lettuce]] Chicken Bowl 3 [Tomatillo Red Chili Salsa, [Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Tomatillo Red Chili Salsa, [Rice, Cheese]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Fajita Vegetables, Black Beans, Cheese, Lettuce, Guacamole]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Fajita Vegetables, Black Beans, Sour Cream, Cheese]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Fajita Vegetables, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Pinto Beans, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Pinto Beans, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Rice, Sour Cream, Cheese, Guacamole]] Chicken Bowl 1 [Tomatillo Red Chili Salsa, [Sour Cream, Cheese, Guacamole, Lettuce, Black Beans, Rice]] Chicken Bowl 1 [Tomatillo Red Chili Salsa] Chicken Bowl 1 [Tomatillo-Green Chili Salsa (Medium), Black Beans] Chicken Bowl 2 [Tomatillo-Green Chili Salsa (Medium), [Black Beans, Rice, Cheese, Sour Cream]] Chicken Bowl 1 [Tomatillo-Green Chili Salsa (Medium), [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo-Green Chili Salsa (Medium), [Fajita Veggies, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [Tomatillo-Green Chili Salsa (Medium), [Pinto Beans, Black Beans, Rice, Fajita Veggies, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Green Chili Salsa (Medium), [Pinto Beans, Rice, Fajita Veggies, Lettuce]] Chicken Bowl 1 [Tomatillo-Green Chili Salsa (Medium), [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), Rice] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Black Beans, Rice, Cheese, Lettuce]] Chicken Bowl 9 [Tomatillo-Red Chili Salsa (Hot), [Black Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Black Beans, Rice, Cheese, Sour Cream]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Black Beans, Rice, Fajita Veggies, Cheese, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Cheese, Lettuce, Rice, Black Beans]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Cheese, Sour Cream, Fajita Veggies, Pinto Beans, Rice]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Cheese, Sour Cream, Rice, Fajita Veggies, Guacamole]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole]] Chicken Bowl 3 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream]] Chicken Bowl 2 [Tomatillo-Red Chili Salsa (Hot), [Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 3 [Tomatillo-Red Chili Salsa (Hot), [Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 3 [Tomatillo-Red Chili Salsa (Hot), [Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [Tomatillo-Red Chili Salsa (Hot), [Rice, Fajita Veggies, Pinto Beans, Sour Cream, Cheese, Guacamole]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Rice, Fajita Veggies, Sour Cream, Lettuce]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Rice, Pinto Beans, Fajita Veggies, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [Tomatillo-Red Chili Salsa (Hot), [Sour Cream, Cheese, Fajita Veggies, Guacamole, Rice, Pinto Beans]] Chicken Bowl 1 [White Rice] Chicken Bowl 2 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Black Beans, Rice, Cheese, Sour Cream]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Black Beans, Cheese, Guacamole]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Black Beans, Guacamole]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 3 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Fajita Veggies, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Fajita Veggies, Rice]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Rice, Cheese, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Rice, Fajita Veggies]] Chicken Bowl 4 [[Fresh Tomato Salsa (Mild), Roasted Chili Corn Salsa (Medium)], [Rice, Sour Cream, Guacamole, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Tomatillo-Green Chili Salsa (Medium), Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Tomatillo-Green Chili Salsa (Medium), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Fajita Veggies, Cheese, Guacamole, Lettuce]] Chicken Bowl 1 [[Fresh Tomato Salsa (Mild), Tomatillo-Green Chili Salsa (Medium)], [Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 2 [[Fresh Tomato Salsa (Mild), Tomatillo-Red Chili Salsa (Hot)], [Black Beans, Rice, Cheese, Sour Cream, Guacamole]] Chicken Bowl 3 [[Fresh Tomato Salsa (Mild), Tomatillo-Red Chili Salsa (Hot)], [Black Beans, Rice, Cheese, Sour Cream]] Chicken Bowl 7 [[Fresh Tomato Salsa (Mild), Tomatillo-Red Chili Salsa (Hot)], [Guacamole, Rice, Black Beans, Cheese, Sour Cream]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Fresh Tomato Salsa (Mild)], [Fajita Veggies, Lettuce, Rice, Black Beans]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Fresh Tomato Salsa (Mild)], [Rice, Black Beans, Fajita Veggies, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Fresh Tomato Salsa (Mild)], [Rice, Black Beans, Fajita Veggies, Guacamole]] Chicken Bowl 2 [[Roasted Chili Corn Salsa (Medium), Fresh Tomato Salsa (Mild)], [Rice, Fajita Veggies]] Chicken Bowl 5 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Green Chili Salsa (Medium)], [Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot), Fresh Tomato Salsa (Mild), Tomatillo-Green Chili Salsa (Medium)], [Rice, Black Beans, Fajita Veggies, Cheese, Sour Cream]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot), Fresh Tomato Salsa (Mild)], [Rice, Pinto Beans, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 3 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Black Beans, Rice, Fajita Veggies, Guacamole, Lettuce]] Chicken Bowl 2 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Pinto Beans, Rice, Fajita Veggies, Cheese, Lettuce]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Pinto Beans, Rice, Fajita Veggies, Cheese]] Chicken Bowl 1 [[Roasted Chili Corn Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Pinto Beans, Rice, Fajita Veggies]] Chicken Bowl 1 [[Tomatillo-Green Chili Salsa (Medium), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [[Tomatillo-Green Chili Salsa (Medium), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [[Tomatillo-Green Chili Salsa (Medium), Roasted Chili Corn Salsa (Medium)], [Black Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Lettuce]] Chicken Bowl 1 [[Tomatillo-Green Chili Salsa (Medium), Roasted Chili Corn Salsa (Medium)], [Rice, Fajita Veggies, Guacamole, Lettuce]] Chicken Bowl 1 [[Tomatillo-Green Chili Salsa (Medium), Tomatillo-Red Chili Salsa (Hot)], [Pinto Beans, Rice, Fajita Veggies, Cheese, Sour Cream, Guacamole]] Chicken Bowl 1 [[Tomatillo-Red Chili Salsa (Hot), Tomatillo-Green Chili Salsa (Medium)], [Rice, Black Beans, Cheese, Lettuce]] Chicken Bowl 1 [[Tomatillo-Red Chili Salsa (Hot), Tomatillo-Green Chili Salsa (Medium)], [Rice, Black Beans, Lettuce]] Chicken Bowl 1 Name: item_name, dtype: int64
chipo.order_id.count()
4622
chipo.sample(5)
| order_id | quantity | item_name | choice_description | item_price | |
|---|---|---|---|---|---|
| 3856 | 1546 | 1 | Steak Bowl | [Fresh Tomato Salsa, [Rice, Sour Cream, Cheese... | 11.75 |
| 3547 | 1426 | 1 | Barbacoa Bowl | [Fresh Tomato Salsa, [Rice, Cheese, Sour Cream... | 11.75 |
| 4309 | 1718 | 1 | Chips | NaN | 2.15 |
| 2064 | 832 | 1 | Chips and Fresh Tomato Salsa | NaN | 2.39 |
| 2435 | 967 | 1 | Steak Burrito | [Fresh Tomato Salsa (Mild), [Pinto Beans, Rice... | 8.99 |
chipo['revenue']=chipo['quantity']*chipo["item_price"]
chipo.sample(5)
| order_id | quantity | item_name | choice_description | item_price | revenue | |
|---|---|---|---|---|---|---|
| 2296 | 922 | 1 | Chips and Tomatillo Green Chili Salsa | NaN | 2.95 | 2.95 |
| 4316 | 1721 | 1 | Chips and Guacamole | NaN | 4.45 | 4.45 |
| 2320 | 926 | 1 | Chicken Burrito | [Fresh Tomato Salsa, [Rice, Cheese, Lettuce]] | 8.75 | 8.75 |
| 1673 | 677 | 1 | Chips | NaN | 2.15 | 2.15 |
| 2317 | 926 | 1 | Steak Bowl | [Roasted Chili Corn Salsa, [Rice, Black Beans,... | 9.25 | 9.25 |
chipo.revenue.sum()
39237.02
chipo.quantity.sum()
4972
chipo.groupby("item_name")['revenue'].mean()
item_name 6 Pack Soft Drink 6.85 Barbacoa Bowl 10.19 Barbacoa Burrito 9.83 Barbacoa Crispy Tacos 12.61 Barbacoa Salad Bowl 10.64 Barbacoa Soft Tacos 10.02 Bottled Water 4.01 Bowl 37.00 Burrito 7.40 Canned Soda 1.84 Canned Soft Drink 2.01 Carnitas Bowl 12.22 Carnitas Burrito 10.45 Carnitas Crispy Tacos 13.71 Carnitas Salad 8.99 Carnitas Salad Bowl 11.06 Carnitas Soft Tacos 9.40 Chicken Bowl 11.08 Chicken Burrito 11.55 Chicken Crispy Tacos 11.15 Chicken Salad 9.01 Chicken Salad Bowl 13.69 Chicken Soft Tacos 10.43 Chips 2.75 Chips and Fresh Tomato Salsa 9.40 Chips and Guacamole 5.17 Chips and Mild Fresh Tomato Salsa 3.00 Chips and Roasted Chili Corn Salsa 3.35 Chips and Roasted Chili-Corn Salsa 2.39 Chips and Tomatillo Green Chili Salsa 3.36 Chips and Tomatillo Red Chili Salsa 3.32 Chips and Tomatillo-Green Chili Salsa 2.85 Chips and Tomatillo-Red Chili Salsa 4.66 Crispy Tacos 7.40 Izze 3.39 Nantucket Nectar 4.14 Salad 7.40 Side of Chips 2.88 Steak Bowl 11.75 Steak Burrito 11.51 Steak Crispy Tacos 10.72 Steak Salad 8.91 Steak Salad Bowl 13.49 Steak Soft Tacos 10.08 Veggie Bowl 10.61 Veggie Burrito 10.55 Veggie Crispy Tacos 8.49 Veggie Salad 8.49 Veggie Salad Bowl 10.14 Veggie Soft Tacos 12.99 Name: revenue, dtype: float64
chipo.groupby("item_name")['quantity'].sum().reset_index()
| item_name | quantity | |
|---|---|---|
| 0 | 6 Pack Soft Drink | 55 |
| 1 | Barbacoa Bowl | 66 |
| 2 | Barbacoa Burrito | 91 |
| 3 | Barbacoa Crispy Tacos | 12 |
| 4 | Barbacoa Salad Bowl | 10 |
| 5 | Barbacoa Soft Tacos | 25 |
| 6 | Bottled Water | 211 |
| 7 | Bowl | 4 |
| 8 | Burrito | 6 |
| 9 | Canned Soda | 126 |
| 10 | Canned Soft Drink | 351 |
| 11 | Carnitas Bowl | 71 |
| 12 | Carnitas Burrito | 60 |
| 13 | Carnitas Crispy Tacos | 8 |
| 14 | Carnitas Salad | 1 |
| 15 | Carnitas Salad Bowl | 6 |
| 16 | Carnitas Soft Tacos | 40 |
| 17 | Chicken Bowl | 761 |
| 18 | Chicken Burrito | 591 |
| 19 | Chicken Crispy Tacos | 50 |
| 20 | Chicken Salad | 9 |
| 21 | Chicken Salad Bowl | 123 |
| 22 | Chicken Soft Tacos | 120 |
| 23 | Chips | 230 |
| 24 | Chips and Fresh Tomato Salsa | 130 |
| 25 | Chips and Guacamole | 506 |
| 26 | Chips and Mild Fresh Tomato Salsa | 1 |
| 27 | Chips and Roasted Chili Corn Salsa | 23 |
| 28 | Chips and Roasted Chili-Corn Salsa | 18 |
| 29 | Chips and Tomatillo Green Chili Salsa | 45 |
| 30 | Chips and Tomatillo Red Chili Salsa | 50 |
| 31 | Chips and Tomatillo-Green Chili Salsa | 33 |
| 32 | Chips and Tomatillo-Red Chili Salsa | 25 |
| 33 | Crispy Tacos | 2 |
| 34 | Izze | 20 |
| 35 | Nantucket Nectar | 29 |
| 36 | Salad | 2 |
| 37 | Side of Chips | 110 |
| 38 | Steak Bowl | 221 |
| 39 | Steak Burrito | 386 |
| 40 | Steak Crispy Tacos | 36 |
| 41 | Steak Salad | 4 |
| 42 | Steak Salad Bowl | 31 |
| 43 | Steak Soft Tacos | 56 |
| 44 | Veggie Bowl | 87 |
| 45 | Veggie Burrito | 97 |
| 46 | Veggie Crispy Tacos | 1 |
| 47 | Veggie Salad | 6 |
| 48 | Veggie Salad Bowl | 18 |
| 49 | Veggie Soft Tacos | 8 |